# Brilliant vs Weave (WorkWeave)

Brilliant records 2,426,610 monthly visits with -11.9% month-over-month growth and Freemium pricing. Weave (WorkWeave) records 13,482 monthly visits with -36.8% growth and Flexible pricing.

| Metric | [Brilliant](https://openaitools.app/tool/brilliant) | [Weave (WorkWeave)](https://openaitools.app/tool/workweave) |
| :--- | :--- | :--- |
| Website URL | https://brilliant.org | https://weaveos.com |
| Categories | AI Course, AI Tutorial, AI For Data Analytics | AI Developer Tools, AI For Data Analytics, AI Productivity Tools |
| Pricing Model | Freemium | Flexible |
| Monthly Visits | 2,426,610 | 13,482 |
| MoM Growth Rate | -11.9% | -36.8% |
| Primary Market | United States | United States |
| Direct Visits | 1,204,931 | 11,248 |
| Review Score | 4.6 | 4.3 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## Brilliant

Brilliant takes a different approach to learning: rather than watching long videos or reading dense textbooks, you build understanding by solving interactive problems. Lessons break big ideas down into small visual steps, so concepts in algebra, calculus, statistics, logic and Python become intuitive. The platform is designed for self-paced learners from roughly middle-school level up to college and beyond, and it adds a new AI tutor called Koji who asks guiding questions and sketches on screen to help you find answers yourself.

Beyond pure math, Brilliant covers computer science fundamentals, programming, data analysis and how modern AI actually works, including neural networks, tokenization and model reasoning. Each track uses mastery assessments that adapt to your level, revisiting weak spots and serving targeted practice so progress is measurable rather than vague. Real-world examples, such as image filters or password security, connect abstract ideas to everyday technology.

The platform is also used by schools and families. It is accredited by ACS WASC, certified under the kidSAFE/COPPA program, and offers classroom and teacher programs so educators can assign adaptive lessons and homework. For individual learners, the app is available on web and mobile, with progress syncing across devices.

**Pricing & Plans:** Brilliant uses a freemium model: a limited free experience is available, while a Premium subscription unlocks the full course library and unlimited practice. Annual plans are the cheapest per month, and there are separate school/classroom plans.

- **Interactive problem-based lessons:** Learn math, science, CS and AI through short, visual exercises that build intuition step by step rather than passive video watching.
- **Koji AI tutor:** A visual, interactive tutor that works on a shared canvas, asks guiding questions and gives hints without simply revealing the answer.
- **Adaptive mastery assessments:** Quizzes and reviews adapt to your level, tracking what you have mastered and resurfacing topics that still need work.
- **Coding and CS foundations:** Write and run real code to learn programming logic, algorithms, data structures and debugging skills relevant to the AI era.
- **Courses for schools and families:** Accredited classroom programs let teachers assign adaptive lessons, with kidSAFE/COPPA-certified privacy protections.

**Strengths:** Hands-on, visual format makes abstract concepts easier to grasp; Access to the Koji AI tutor that guides rather than gives away answers; Accredited and kidSAFE/COPPA certified, suitable for schools and families; Works across web and mobile with syncing progress

**Limitations:** Full course library requires a paid Premium subscription; Not a replacement for formal instruction or credentials; Some advanced or niche topics are not covered deeply

[Profile (Markdown)](https://openaitools.app/tool/brilliant.md)

## Weave (WorkWeave)

Weave — known in earlier listings as WorkWeave — is an engineering intelligence platform built around a specific thesis: that AI has changed how software gets written, and that traditional delivery metrics no longer capture what is happening. Weave combines large language models with domain-specific machine learning to analyse code artifacts and infer how much work was done, how good it is, and how much of it AI contributed. It reports this alongside familiar frameworks such as DORA and SPACE.

The platform gathers signals from commits, pull requests, reviews, deployments and AI tool telemetry. That mix powers a set of dashboards covering AI-assisted merge rates, quality scores, per-engineer AI usage and overall team output, plus token and prompt-spend intelligence that connects AI cost to engineering results and benchmarks you against other organisations. An agent named Wooly answers natural-language questions about your teams and delivery cycles, citing the underlying records rather than producing generic advice.

A distinguishing capability is the Weave Router (also marketed under the name Astra), which sits between your coding clients and model providers. It classifies each prompt and routes it to the model offering the best quality-per-token, learning from feedback across the team. Installation is a single command that detects your clients and points them at the router proxy. The company reports 500+ engineering organisations, 2M+ pull requests analysed and 25k+ engineers measured, and states SOC 2 Type II certification, GDPR and HIPAA compliance, SSO and SCIM support.

**Pricing & Plans:** Freemium with enterprise tiers. Weave offers a free starting path and paid business plans, with enterprise options adding SSO, SCIM provisioning and expanded compliance. Exact figures are published on the Weave pricing page; teams at scale typically book a demo for a tailored quote.

- **Engineering intelligence dashboards:** Brings AI metrics, DORA and SPACE-based benchmarks and developer feedback into one view so you can see where work stalls from prompt to production.
- **AI adoption and ROI analytics:** Relates AI-assisted usage to merges, quality and cost, with per-engineer AI usage and AI score reporting plus benchmarks against 1,000+ organisations.
- **Token and cost intelligence:** Connects token and prompt spend to engineering output so you can see what you are getting for every AI dollar spent.
- **Coding agent model router:** Weave Router classifies each prompt and routes it to the model with the best quality-per-token, learning from team feedback over time.
- **Wooly AI agent and MCP access:** An AI engineering agent that answers questions about your teams and delivery, with every answer grounded in and citing your own records.

**Strengths:** Measures AI's contribution to engineering output rather than just counting activity; Combines AI telemetry, DORA/SPACE metrics and cost data in one platform; The router can cut model spend by directing prompts to cheaper models that still meet quality bar; Wooly answers cite your own records, which suits executive reporting

**Limitations:** Set up as an enterprise-grade platform, so pricing conversations and rollout suit larger engineering organisations; Meaningful insight depends on connecting your repositories, CI/CD and AI tooling — the value grows with how much data you feed it; Some features sit in the emerging 'AI code attribution' space where measurement methodology is still contentious; Requires organisational buy-in, since it is explicitly a tool for measuring developer work

[Profile (Markdown)](https://openaitools.app/tool/workweave.md)

## Frequently Asked Questions

### How do Brilliant and Weave (WorkWeave) compare in monthly traffic?

Brilliant has 2,426,610 monthly visits, while Weave (WorkWeave) has 13,482. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Brilliant has a month-over-month growth rate of -11.9%; Weave (WorkWeave) has -36.8%.

### How does pricing compare?

Brilliant: Freemium. Brilliant uses a freemium model: a limited free experience is available, while a Premium subscription unlocks the full course library and unlimited practice. Annual plans are the cheapest per month, and there are separate school/classroom plans. Weave (WorkWeave): Flexible. Freemium with enterprise tiers. Weave offers a free starting path and paid business plans, with enterprise options adding SSO, SCIM provisioning and expanded compliance. Exact figures are published on the Weave pricing page; teams at scale typically book a demo for a tailored quote.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Coddy](https://openaitools.app/tool/coddy-tech) | 7,478,457 | +17.8% | Freemium | Focuses specifically on interactive programming and coding lessons, whereas Brilliant covers broad STEM and math concepts. | [.md](https://openaitools.app/tool/coddy-tech.md) |
| 2 | [Astra AI](https://openaitools.app/tool/astra-ai) | 7,356,157 | +40.3% | Freemium, Paid | Your personal AI tutor for every subject, from notes to exam day. | [.md](https://openaitools.app/tool/astra-ai.md) |
| 3 | [DataCamp](https://openaitools.app/tool/datacamp-com) | 6,237,230 | -0.4% | Freemium | Provides deep interactive training for data science and programming, but omits foundational math and general science topics. | [.md](https://openaitools.app/tool/datacamp-com.md) |
| 4 | [Up Learn](https://openaitools.app/tool/uplearn-co-uk) | 1,346,342 | +49.9% | Free Trial, Paid | AI-powered A Level and GCSE courses with a top-grades-or-refund guarantee | [.md](https://openaitools.app/tool/uplearn-co-uk.md) |
| 5 | [LabEx.io](https://openaitools.app/tool/labex-io) | 1,127,110 | -9.3% | Freemium | Learn Linux, DevOps, and cybersecurity by doing — inside real online labs. | [.md](https://openaitools.app/tool/labex-io.md) |
| 6 | [Warp](https://openaitools.app/tool/warp-ai) | 657,372 | -9.3% | Freemium, Contact for Pricing | AI-powered terminal and agentic software factory for development teams | [.md](https://openaitools.app/tool/warp-ai.md) |
| 7 | [Gauth](https://openaitools.app/tool/gauth) | 619,147 | +180.7% | Free Trial | Excels at step-by-step homework solving and AI tutoring, but provides less structured visual concept-building courses. | [.md](https://openaitools.app/tool/gauth.md) |
| 8 | [Smartick](https://openaitools.app/tool/smartick-es) | 361,154 | -9.1% | Free Trial, Paid | Provides adaptive daily math and logic practice for children, but has less emphasis on advanced visual science lessons. | [.md](https://openaitools.app/tool/smartick-es.md) |
| 9 | [Weights & Biases (CoreWeave Forge)](https://openaitools.app/tool/prompts) | 315,624 | -80.2% | Freemium, Contact for Pricing, Free | Track, evaluate, and ship AI models and agents in one connected environment. | [.md](https://openaitools.app/tool/prompts.md) |
| 10 | [Khanmigo](https://openaitools.app/tool/khanmigo-ai) | 143,218 | -25.2% | Freemium, Paid | Offers Socratic AI tutoring and problem guidance, but lacks Brilliant's signature interactive visual math and science puzzles. | [.md](https://openaitools.app/tool/khanmigo-ai.md) |

---
Source: https://openaitools.app/compare/brilliant-vs-workweave

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)